Dataset info
| Number of variables | 53 |
|---|---|
| Number of observations | 189021 |
| Missing cells | 56876 (0.6%) |
| Duplicate rows | 218 (0.1%) |
| Total size in memory | 76.4 MiB |
| Average record size in memory | 424.0 B |
Variables types
| Numeric | 17 |
|---|---|
| Categorical | 6 |
| Boolean | 30 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
| Dataset has 218 (0.1%) duplicate rows | Warning |
MAX_DAYS_UNOCC has 137443 (72.7%) zeros | Zeros |
NCD_GRANTED_YEARS_B has 43755 (23.1%) zeros | Zeros |
NCD_GRANTED_YEARS_C has 10490 (5.5%) zeros | Zeros |
RISK_RATED_AREA_B has 13628 (7.2%) zeros | Zeros |
RISK_RATED_AREA_B has 48145 (25.5%) missing values | Missing |
RISK_RATED_AREA_C has 13774 (7.3%) zeros | Zeros |
RISK_RATED_AREA_C has 8731 (4.6%) missing values | Missing |
ROOF_CONSTRUCTION is highly skewed (γ1 = 58.61831875) | Skewed |
SPEC_ITEM_PREM has 166166 (87.9%) zeros | Zeros |
SPEC_SUM_INSURED has 166102 (87.9%) zeros | Zeros |
SUM_INSURED_CONTENTS has 8735 (4.6%) zeros | Zeros |
UNSPEC_HRP_PREM has 138498 (73.3%) zeros | Zeros |
WALL_CONSTRUCTION is highly skewed (γ1 = 41.52271144) | Skewed |
AD_BUILDINGS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 147259 | 77.9% | |
| N | 41762 | 22.1% |
AD_CONTENTS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N | 8569 |
| Value | Count | Frequency (%) | |
| Y | 180452 | 95.5% | |
| N | 8569 | 4.5% |
APPR_ALARM
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 14096 |
| Value | Count | Frequency (%) | |
| N | 174925 | 92.5% | |
| Y | 14096 | 7.5% |
APPR_LOCKS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 133924 | 70.9% | |
| N | 55097 | 29.1% |
BEDROOMS
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.779712307 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.8014325628 |
|---|---|
| Coef of variation | 0.2883149313 |
| Kurtosis | 0.4471088786 |
| Mean | 2.779712307 |
| MAD | 0.6216663704 |
| Skewness | 0.05359445919 |
| Sum | 525424 |
| Variance | 0.6422941528 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 3 | 98851 | 52.3% | |
| 2 | 52971 | 28.0% | |
| 4 | 23994 | 12.7% | |
| 1 | 9806 | 5.2% | |
| 5 | 3264 | 1.7% | |
| 6 | 118 | 0.1% | |
| 7 | 17 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 9806 | 5.2% | |
| 2 | 52971 | 28.0% | |
| 3 | 98851 | 52.3% | |
| 4 | 23994 | 12.7% | |
| 5 | 3264 | 1.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 17 | < 0.1% | |
| 6 | 118 | 0.1% | |
| 5 | 3264 | 1.7% | |
| 4 | 23994 | 12.7% | |
| 3 | 98851 | 52.3% |
BUILDINGS_COVER
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N | 8569 |
| Value | Count | Frequency (%) | |
| Y | 180452 | 95.5% | |
| N | 8569 | 4.5% |
BUS_USE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 2944 |
| Value | Count | Frequency (%) | |
| N | 186077 | 98.4% | |
| Y | 2944 | 1.6% |
CLAIM3YEARS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 21836 |
| Value | Count | Frequency (%) | |
| N | 167185 | 88.4% | |
| Y | 21836 | 11.6% |
CONTENTS_COVER
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 147259 | 77.9% | |
| N | 41762 | 22.1% |
FLOODING
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N | 3900 |
| Value | Count | Frequency (%) | |
| Y | 185121 | 97.9% | |
| N | 3900 | 2.1% |
GARDEN_ADDON_POST_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 13533 |
| Value | Count | Frequency (%) | |
| N | 175488 | 92.8% | |
| Y | 13533 | 7.2% |
GARDEN_ADDON_PRE_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 14903 |
| Value | Count | Frequency (%) | |
| N | 174118 | 92.1% | |
| Y | 14903 | 7.9% |
HOME_EM_ADDON_POST_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 9200 |
| Value | Count | Frequency (%) | |
| N | 179821 | 95.1% | |
| Y | 9200 | 4.9% |
HOME_EM_ADDON_PRE_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 136183 | 72.0% | |
| Y | 52838 | 28.0% |
HP1_ADDON_POST_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 2451 |
| Value | Count | Frequency (%) | |
| N | 186570 | 98.7% | |
| Y | 2451 | 1.3% |
HP1_ADDON_PRE_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 41 |
| Value | Count | Frequency (%) | |
| N | 188980 | > 99.9% | |
| Y | 41 | < 0.1% |
HP2_ADDON_POST_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 153694 | 81.3% | |
| Y | 35327 | 18.7% |
HP2_ADDON_PRE_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 210 |
| Value | Count | Frequency (%) | |
| N | 188811 | 99.9% | |
| Y | 210 | 0.1% |
HP3_ADDON_POST_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 626 |
| Value | Count | Frequency (%) | |
| N | 188395 | 99.7% | |
| Y | 626 | 0.3% |
HP3_ADDON_PRE_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 16 |
| Value | Count | Frequency (%) | |
| N | 189005 | > 99.9% | |
| Y | 16 | < 0.1% |
KEYCARE_ADDON_POST_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 9659 |
| Value | Count | Frequency (%) | |
| N | 179362 | 94.9% | |
| Y | 9659 | 5.1% |
KEYCARE_ADDON_PRE_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 8899 |
| Value | Count | Frequency (%) | |
| N | 180122 | 95.3% | |
| Y | 8899 | 4.7% |
LAST_ANN_PREM_GROSS
Numeric
| Distinct count | 37380 |
|---|---|
| Unique (%) | 19.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 186.7246401 |
|---|---|
| Minimum | -1152.68 |
| Maximum | 4631.86 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -1152.68 |
|---|---|
| 5-th percentile | 51.94 |
| Q1 | 123.38 |
| Median | 177.34 |
| Q3 | 234.96 |
| 95-th percentile | 357.9 |
| Maximum | 4631.86 |
| Range | 5784.54 |
| Interquartile range | 111.58 |
Descriptive statistics
| Standard deviation | 99.49623978 |
|---|---|
| Coef of variation | 0.5328500819 |
| Kurtosis | 36.72752716 |
| Mean | 186.7246401 |
| MAD | 72.67964415 |
| Skewness | 2.18716334 |
| Sum | 35294878.2 |
| Variance | 9899.501731 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-1.152680e+03 -4.743000e+01 -3.780000e+00 2.455000e+01 3.585500e+01 ... 8.241250e+02 8.896350e+02 1.177520e+03 1.671035e+03 4.631860e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 51.45 | 3741 | 2.0% | |
| 51.94 | 2876 | 1.5% | |
| 54.44 | 719 | 0.4% | |
| 52.13 | 569 | 0.3% | |
| 54.75 | 434 | 0.2% | |
| 52.63 | 400 | 0.2% | |
| 56.56 | 399 | 0.2% | |
| 55.51 | 378 | 0.2% | |
| 54.23 | 346 | 0.2% | |
| 53.39 | 254 | 0.1% | |
| Other values (37370) | 178905 | 94.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1152.68 | 1 | < 0.1% | |
| -443.24 | 1 | < 0.1% | |
| -329.73 | 1 | < 0.1% | |
| -226.57 | 1 | < 0.1% | |
| -217.24 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4631.86 | 1 | < 0.1% | |
| 3541.87 | 1 | < 0.1% | |
| 2430.54 | 1 | < 0.1% | |
| 2186.73 | 1 | < 0.1% | |
| 1722.38 | 1 | < 0.1% |
LEGAL_ADDON_POST_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 105855 | 56.0% | |
| N | 83166 | 44.0% |
LEGAL_ADDON_PRE_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 114487 | 60.6% | |
| N | 74534 | 39.4% |
LISTED
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.995672439 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.0837077277 |
|---|---|
| Coef of variation | 0.02794288408 |
| Kurtosis | 242.2611003 |
| Mean | 2.995672439 |
| MAD | 0.01046267408 |
| Skewness | -6.140632571 |
| Sum | 566245 |
| Variance | 0.007006983677 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[1. 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 3 | 187933 | 99.4% | |
| 2 | 933 | 0.5% | |
| 4 | 75 | < 0.1% | |
| 5 | 50 | < 0.1% | |
| 1 | 30 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 30 | < 0.1% | |
| 2 | 933 | 0.5% | |
| 3 | 187933 | 99.4% | |
| 4 | 75 | < 0.1% | |
| 5 | 50 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 50 | < 0.1% | |
| 4 | 75 | < 0.1% | |
| 3 | 187933 | 99.4% | |
| 2 | 933 | 0.5% | |
| 1 | 30 | < 0.1% |
MAX_DAYS_UNOCC
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.471275678 |
|---|---|
| Minimum | 0 |
| Maximum | 181 |
| Zeros (%) | 72.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 30 |
| 95-th percentile | 30 |
| Maximum | 181 |
| Range | 181 |
| Interquartile range | 30 |
Descriptive statistics
| Standard deviation | 15.21340058 |
|---|---|
| Coef of variation | 1.795880711 |
| Kurtosis | 26.59619505 |
| Mean | 8.471275678 |
| MAD | 12.31945173 |
| Skewness | 3.193066692 |
| Sum | 1601249 |
| Variance | 231.4475574 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[ 0. 15. 45. 75. 105. 180.5 181. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 137443 | 72.7% | |
| 30 | 51171 | 27.1% | |
| 181 | 299 | 0.2% | |
| 90 | 70 | < 0.1% | |
| 180 | 20 | < 0.1% | |
| 120 | 17 | < 0.1% | |
| 60 | 1 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 137443 | 72.7% | |
| 30 | 51171 | 27.1% | |
| 60 | 1 | < 0.1% | |
| 90 | 70 | < 0.1% | |
| 120 | 17 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 181 | 299 | 0.2% | |
| 180 | 20 | < 0.1% | |
| 120 | 17 | < 0.1% | |
| 90 | 70 | < 0.1% | |
| 60 | 1 | < 0.1% |
MTA_FLAG
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 133641 | 70.7% | |
| Y | 55380 | 29.3% |
NCD_GRANTED_YEARS_B
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.47713217 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 23.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.677538374 |
|---|---|
| Coef of variation | 0.5980476501 |
| Kurtosis | -0.8906366603 |
| Mean | 4.47713217 |
| MAD | 2.328827115 |
| Skewness | -0.8377164263 |
| Sum | 846272 |
| Variance | 7.169211744 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 6 | 88958 | 47.1% | |
| 0 | 43755 | 23.1% | |
| 7 | 25985 | 13.7% | |
| 5 | 11221 | 5.9% | |
| 3 | 9503 | 5.0% | |
| 4 | 3458 | 1.8% | |
| 9 | 2494 | 1.3% | |
| 2 | 2268 | 1.2% | |
| 1 | 833 | 0.4% | |
| 8 | 546 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 43755 | 23.1% | |
| 1 | 833 | 0.4% | |
| 2 | 2268 | 1.2% | |
| 3 | 9503 | 5.0% | |
| 4 | 3458 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 2494 | 1.3% | |
| 8 | 546 | 0.3% | |
| 7 | 25985 | 13.7% | |
| 6 | 88958 | 47.1% | |
| 5 | 11221 | 5.9% |
NCD_GRANTED_YEARS_C
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.497336275 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 5.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| Median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.777452434 |
|---|---|
| Coef of variation | 0.3233297628 |
| Kurtosis | 3.122401536 |
| Mean | 5.497336275 |
| MAD | 1.211459836 |
| Skewness | -1.809419568 |
| Sum | 1039112 |
| Variance | 3.159337154 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 6 | 110765 | 58.6% | |
| 7 | 31788 | 16.8% | |
| 5 | 12946 | 6.8% | |
| 3 | 11899 | 6.3% | |
| 0 | 10490 | 5.5% | |
| 4 | 3840 | 2.0% | |
| 2 | 2759 | 1.5% | |
| 9 | 2640 | 1.4% | |
| 1 | 1173 | 0.6% | |
| 8 | 721 | 0.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10490 | 5.5% | |
| 1 | 1173 | 0.6% | |
| 2 | 2759 | 1.5% | |
| 3 | 11899 | 6.3% | |
| 4 | 3840 | 2.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 2640 | 1.4% | |
| 8 | 721 | 0.4% | |
| 7 | 31788 | 16.8% | |
| 6 | 110765 | 58.6% | |
| 5 | 12946 | 6.8% |
NEIGH_WATCH
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 144044 | 76.2% | |
| Y | 44977 | 23.8% |
OCC_STATUS
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| PH | |
|---|---|
| LP | 606 |
| HH | 124 |
| Other values (4) | 80 |
| Value | Count | Frequency (%) | |
| PH | 188211 | 99.6% | |
| LP | 606 | 0.3% | |
| HH | 124 | 0.1% | |
| UN | 72 | < 0.1% | |
| WD | 4 | < 0.1% | |
| OT | 2 | < 0.1% | |
| WE | 2 | < 0.1% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
OWNERSHIP_TYPE
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.646213913 |
|---|---|
| Minimum | 1 |
| Maximum | 18 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| Median | 8 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.543281322 |
|---|---|
| Coef of variation | 0.3326196926 |
| Kurtosis | 4.831889286 |
| Mean | 7.646213913 |
| MAD | 1.37291009 |
| Skewness | 0.7700721092 |
| Sum | 1445295 |
| Variance | 6.46827988 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) | |
| 8 | 149755 | 79.2% | |
| 3 | 27388 | 14.5% | |
| 12 | 4688 | 2.5% | |
| 18 | 3647 | 1.9% | |
| 14 | 2610 | 1.4% | |
| 2 | 416 | 0.2% | |
| 7 | 158 | 0.1% | |
| 11 | 118 | 0.1% | |
| 13 | 109 | 0.1% | |
| 17 | 83 | < 0.1% | |
| Other values (4) | 49 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 5 | < 0.1% | |
| 2 | 416 | 0.2% | |
| 3 | 27388 | 14.5% | |
| 6 | 12 | < 0.1% | |
| 7 | 158 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 3647 | 1.9% | |
| 17 | 83 | < 0.1% | |
| 16 | 28 | < 0.1% | |
| 15 | 4 | < 0.1% | |
| 14 | 2610 | 1.4% |
P1_EMP_STATUS
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| R | |
|---|---|
| E | |
| S | 3065 |
| Other values (8) | 2937 |
| Value | Count | Frequency (%) | |
| R | 146621 | 77.6% | |
| E | 36398 | 19.3% | |
| S | 3065 | 1.6% | |
| H | 1069 | 0.6% | |
| U | 921 | 0.5% | |
| N | 754 | 0.4% | |
| V | 68 | < 0.1% | |
| A | 52 | < 0.1% | |
| F | 29 | < 0.1% | |
| I | 28 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
P1_MAR_STATUS
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| M | |
|---|---|
| P | |
| O | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| M | 66474 | 35.2% | |
| P | 44148 | 23.4% | |
| O | 33061 | 17.5% | |
| W | 25513 | 13.5% | |
| S | 10270 | 5.4% | |
| D | 7882 | 4.2% | |
| A | 1070 | 0.6% | |
| C | 544 | 0.3% | |
| B | 32 | < 0.1% | |
| N | 27 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
P1_POLICY_REFUSED
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 63 |
| Value | Count | Frequency (%) | |
| N | 188958 | > 99.9% | |
| Y | 63 | < 0.1% |
P1_SEX
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| M | |
|---|---|
| F | |
| N | 88 |
| Value | Count | Frequency (%) | |
| M | 103003 | 54.5% | |
| F | 85930 | 45.5% | |
| N | 88 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
PAYING_GUESTS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 207 |
| Value | Count | Frequency (%) | |
| 0 | 188814 | 99.9% | |
| 1 | 207 | 0.1% |
PAYMENT_METHOD
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NonDD | |
|---|---|
| PureDD | |
| DD-Other | 8337 |
| Value | Count | Frequency (%) | |
| NonDD | 95065 | 50.3% | |
| PureDD | 85619 | 45.3% | |
| DD-Other | 8337 | 4.4% |
| Max length | 8 |
|---|---|
| Mean length | 5.585278884 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | True |
POL_STATUS
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Live | |
|---|---|
| Lapsed | |
| Cancelled | 4311 |
| Value | Count | Frequency (%) | |
| Live | 132160 | 69.9% | |
| Lapsed | 52534 | 27.8% | |
| Cancelled | 4311 | 2.3% | |
| Unknown | 16 | < 0.1% |
| Max length | 9 |
|---|---|
| Mean length | 4.670142471 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
PROP_TYPE
Numeric
| Distinct count | 36 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.23017019 |
|---|---|
| Minimum | 1 |
| Maximum | 53 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 10 |
| Q3 | 18 |
| 95-th percentile | 25 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range | 16 |
Descriptive statistics
| Standard deviation | 8.94934338 |
|---|---|
| Coef of variation | 0.8747990709 |
| Kurtosis | 4.621334049 |
| Mean | 10.23017019 |
| MAD | 6.288552202 |
| Skewness | 1.666389368 |
| Sum | 1933717 |
| Variance | 80.09074693 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=36)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 5.5 ... 47.5 49.5 51.5 52.5 53. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 10 | 55230 | 29.2% | |
| 2 | 32089 | 17.0% | |
| 1 | 29776 | 15.8% | |
| 19 | 28948 | 15.3% | |
| 9 | 16224 | 8.6% | |
| 18 | 6362 | 3.4% | |
| 25 | 5924 | 3.1% | |
| 7 | 5767 | 3.1% | |
| 26 | 2535 | 1.3% | |
| 48 | 1803 | 1.0% | |
| Other values (26) | 4363 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 29776 | 15.8% | |
| 2 | 32089 | 17.0% | |
| 3 | 23 | < 0.1% | |
| 4 | 631 | 0.3% | |
| 7 | 5767 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 53 | 320 | 0.2% | |
| 52 | 114 | 0.1% | |
| 51 | 678 | 0.4% | |
| 48 | 1803 | 1.0% | |
| 47 | 312 | 0.2% |
RISK_RATED_AREA_B
Numeric
| Distinct count | 55 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 25.5% |
| Missing (n) | 48145 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.27443993 |
|---|---|
| Minimum | 0 |
| Maximum | 98 |
| Zeros (%) | 7.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 9 |
| Q3 | 14 |
| 95-th percentile | 26 |
| Maximum | 98 |
| Range | 98 |
| Interquartile range | 11 |
Descriptive statistics
| Standard deviation | 8.44994221 |
|---|---|
| Coef of variation | 0.8224236324 |
| Kurtosis | 4.787291593 |
| Mean | 10.27443993 |
| MAD | 6.382965935 |
| Skewness | 1.433122459 |
| Sum | 1447422 |
| Variance | 71.40152336 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 13628 | 7.2% | |
| 10 | 9801 | 5.2% | |
| 3 | 9111 | 4.8% | |
| 1 | 9034 | 4.8% | |
| 12 | 7872 | 4.2% | |
| 8 | 7754 | 4.1% | |
| 13 | 7183 | 3.8% | |
| 7 | 7090 | 3.8% | |
| 5 | 6484 | 3.4% | |
| 11 | 6241 | 3.3% | |
| Other values (44) | 56678 | 30.0% | |
| (Missing) | 48145 | 25.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 13628 | 7.2% | |
| 1 | 9034 | 4.8% | |
| 2 | 3474 | 1.8% | |
| 3 | 9111 | 4.8% | |
| 4 | 4295 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 98 | 1 | < 0.1% | |
| 97 | 8 | < 0.1% | |
| 96 | 12 | < 0.1% | |
| 95 | 8 | < 0.1% | |
| 92 | 5 | < 0.1% |
RISK_RATED_AREA_C
Numeric
| Distinct count | 50 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 4.6% |
| Missing (n) | 8731 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.055649232 |
|---|---|
| Minimum | 0 |
| Maximum | 98 |
| Zeros (%) | 7.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 7 |
| Q3 | 13 |
| 95-th percentile | 24 |
| Maximum | 98 |
| Range | 98 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 7.624659385 |
|---|---|
| Coef of variation | 0.841978216 |
| Kurtosis | 3.171325584 |
| Mean | 9.055649232 |
| MAD | 5.993502512 |
| Skewness | 1.299284877 |
| Sum | 1632643 |
| Variance | 58.13543073 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 5 | 14973 | 7.9% | |
| 2 | 14136 | 7.5% | |
| 0 | 13774 | 7.3% | |
| 6 | 11288 | 6.0% | |
| 1 | 11086 | 5.9% | |
| 4 | 10666 | 5.6% | |
| 10 | 9558 | 5.1% | |
| 7 | 9347 | 4.9% | |
| 8 | 8267 | 4.4% | |
| 3 | 8098 | 4.3% | |
| Other values (39) | 69097 | 36.6% | |
| (Missing) | 8731 | 4.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 13774 | 7.3% | |
| 1 | 11086 | 5.9% | |
| 2 | 14136 | 7.5% | |
| 3 | 8098 | 4.3% | |
| 4 | 10666 | 5.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 98 | 1 | < 0.1% | |
| 95 | 9 | < 0.1% | |
| 94 | 1 | < 0.1% | |
| 91 | 14 | < 0.1% | |
| 44 | 1 | < 0.1% |
ROOF_CONSTRUCTION
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.02061147 |
|---|---|
| Minimum | 2 |
| Maximum | 99 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 11 |
| Median | 11 |
| Q3 | 11 |
| 95-th percentile | 11 |
| Maximum | 99 |
| Range | 97 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.8853959722 |
|---|---|
| Coef of variation | 0.08034000426 |
| Kurtosis | 5704.137121 |
| Mean | 11.02061147 |
| MAD | 0.06961747767 |
| Skewness | 58.61831875 |
| Sum | 2083127 |
| Variance | 0.7839260275 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=17)
Histogram with variable size bins (bins=[ 2. 2.5 3.5 4.5 5.5 ... 15.5 17. 18.5 59. 99. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11 | 187840 | 99.4% | |
| 19 | 669 | 0.4% | |
| 4 | 157 | 0.1% | |
| 2 | 97 | 0.1% | |
| 7 | 85 | < 0.1% | |
| 15 | 49 | < 0.1% | |
| 5 | 37 | < 0.1% | |
| 10 | 25 | < 0.1% | |
| 9 | 13 | < 0.1% | |
| 3 | 11 | < 0.1% | |
| Other values (7) | 38 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 97 | 0.1% | |
| 3 | 11 | < 0.1% | |
| 4 | 157 | 0.1% | |
| 5 | 37 | < 0.1% | |
| 6 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 99 | 11 | < 0.1% | |
| 19 | 669 | 0.4% | |
| 18 | 1 | < 0.1% | |
| 16 | 10 | < 0.1% | |
| 15 | 49 | < 0.1% |
SAFE_INSTALLED
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 1603 |
| Value | Count | Frequency (%) | |
| N | 187418 | 99.2% | |
| Y | 1603 | 0.8% |
SEC_DISC_REQ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 145564 | 77.0% | |
| N | 43457 | 23.0% |
SPEC_ITEM_PREM
Numeric
| Distinct count | 5474 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.507134657 |
|---|---|
| Minimum | 0 |
| Maximum | 973.53 |
| Zeros (%) | 87.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 17.16 |
| Maximum | 973.53 |
| Range | 973.53 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 10.6665236 |
|---|---|
| Coef of variation | 4.254467772 |
| Kurtosis | 510.9334989 |
| Mean | 2.507134657 |
| MAD | 4.417979551 |
| Skewness | 12.76551037 |
| Sum | 473901.1 |
| Variance | 113.7747257 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-03 4.60000e-01 8.55000e-01 1.16500e+00 ... 1.35985e+02 1.79170e+02 2.51200e+02 4.03760e+02 9.73530e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 166166 | 87.9% | |
| 11.85 | 176 | 0.1% | |
| 12.36 | 163 | 0.1% | |
| 13.03 | 134 | 0.1% | |
| 12.74 | 115 | 0.1% | |
| 15.93 | 104 | 0.1% | |
| 15.45 | 84 | < 0.1% | |
| 5.92 | 78 | < 0.1% | |
| 6.37 | 74 | < 0.1% | |
| 17.78 | 71 | < 0.1% | |
| Other values (5464) | 21856 | 11.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 166166 | 87.9% | |
| 0.01 | 2 | < 0.1% | |
| 0.16 | 1 | < 0.1% | |
| 0.22 | 1 | < 0.1% | |
| 0.26 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 973.53 | 1 | < 0.1% | |
| 418.47 | 1 | < 0.1% | |
| 389.05 | 1 | < 0.1% | |
| 379.04 | 1 | < 0.1% | |
| 359.67 | 1 | < 0.1% |
SPEC_SUM_INSURED
Numeric
| Distinct count | 2155 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 329.5171224 |
|---|---|
| Minimum | 0 |
| Maximum | 47500 |
| Zeros (%) | 87.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2400 |
| Maximum | 47500 |
| Range | 47500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1333.646192 |
|---|---|
| Coef of variation | 4.047274332 |
| Kurtosis | 77.68493404 |
| Mean | 329.5171224 |
| MAD | 582.1787425 |
| Skewness | 6.993196049 |
| Sum | 62285656 |
| Variance | 1778612.164 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-01 4.75000e+01 9.50000e+01 1.01000e+02 ... 1.50225e+04 2.01700e+04 2.48465e+04 2.50550e+04 4.75000e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 166102 | 87.9% | |
| 2000 | 2011 | 1.1% | |
| 1000 | 1087 | 0.6% | |
| 3000 | 1071 | 0.6% | |
| 2500 | 1012 | 0.5% | |
| 500 | 881 | 0.5% | |
| 1500 | 769 | 0.4% | |
| 300 | 696 | 0.4% | |
| 400 | 649 | 0.3% | |
| 4000 | 613 | 0.3% | |
| Other values (2145) | 14130 | 7.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 166102 | 87.9% | |
| 1 | 2 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 47500 | 1 | < 0.1% | |
| 38080 | 1 | < 0.1% | |
| 35700 | 1 | < 0.1% | |
| 35000 | 1 | < 0.1% | |
| 32800 | 1 | < 0.1% |
SUBSIDENCE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 1236 |
| Value | Count | Frequency (%) | |
| N | 187785 | 99.3% | |
| Y | 1236 | 0.7% |
SUM_INSURED_CONTENTS
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 47836.21926 |
|---|---|
| Minimum | 0 |
| Maximum | 100000 |
| Zeros (%) | 4.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50000 |
| Q1 | 50000 |
| Median | 50000 |
| Q3 | 50000 |
| 95-th percentile | 50000 |
| Maximum | 100000 |
| Range | 100000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 10706.35502 |
|---|---|
| Coef of variation | 0.2238127341 |
| Kurtosis | 15.79331745 |
| Mean | 47836.21926 |
| MAD | 4421.195266 |
| Skewness | -4.000754046 |
| Sum | 9042050000 |
| Variance | 114626037.9 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[ 0. 25000. 52500. 57500. 62500. ... 72500. 77500. 82500. 95000. 100000.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 50000 | 178991 | 94.7% | |
| 0 | 8735 | 4.6% | |
| 75000 | 671 | 0.4% | |
| 60000 | 309 | 0.2% | |
| 70000 | 98 | 0.1% | |
| 100000 | 59 | < 0.1% | |
| 65000 | 54 | < 0.1% | |
| 55000 | 44 | < 0.1% | |
| 80000 | 40 | < 0.1% | |
| 85000 | 11 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8735 | 4.6% | |
| 50000 | 178991 | 94.7% | |
| 55000 | 44 | < 0.1% | |
| 60000 | 309 | 0.2% | |
| 65000 | 54 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100000 | 59 | < 0.1% | |
| 90000 | 9 | < 0.1% | |
| 85000 | 11 | < 0.1% | |
| 80000 | 40 | < 0.1% | |
| 75000 | 671 | 0.4% |
UNSPEC_HRP_PREM
Numeric
| Distinct count | 2993 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.65357865 |
|---|---|
| Minimum | 0 |
| Maximum | 162.61 |
| Zeros (%) | 73.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 12.45 |
| 95-th percentile | 27.26 |
| Maximum | 162.61 |
| Range | 162.61 |
| Interquartile range | 12.45 |
Descriptive statistics
| Standard deviation | 10.25453537 |
|---|---|
| Coef of variation | 1.813813162 |
| Kurtosis | 3.433660171 |
| Mean | 5.65357865 |
| MAD | 8.285243336 |
| Skewness | 1.803373314 |
| Sum | 1068645.09 |
| Variance | 105.1554956 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-03 2.90000e+00 6.85500e+00 9.93000e+00 ... 5.80650e+01 6.24000e+01 7.15550e+01 1.01555e+02 1.62610e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 138498 | 73.3% | |
| 14.86 | 6455 | 3.4% | |
| 16.07 | 2333 | 1.2% | |
| 19.82 | 2182 | 1.2% | |
| 12.45 | 1575 | 0.8% | |
| 27.26 | 1508 | 0.8% | |
| 16.55 | 1419 | 0.8% | |
| 23.21 | 1187 | 0.6% | |
| 23.57 | 1177 | 0.6% | |
| 17.68 | 1173 | 0.6% | |
| Other values (2983) | 31514 | 16.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 138498 | 73.3% | |
| 0.01 | 1 | < 0.1% | |
| 2.65 | 1 | < 0.1% | |
| 3.15 | 1 | < 0.1% | |
| 3.17 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 162.61 | 1 | < 0.1% | |
| 149.07 | 1 | < 0.1% | |
| 103.73 | 1 | < 0.1% | |
| 99.38 | 1 | < 0.1% | |
| 98.85 | 3 | < 0.1% |
WALL_CONSTRUCTION
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.97797599 |
|---|---|
| Minimum | 1 |
| Maximum | 99 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 15 |
| Median | 15 |
| Q3 | 15 |
| 95-th percentile | 15 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.870018474 |
|---|---|
| Coef of variation | 0.05808651813 |
| Kurtosis | 4685.364271 |
| Mean | 14.97797599 |
| MAD | 0.06407769248 |
| Skewness | 41.52271144 |
| Sum | 2831152 |
| Variance | 0.756932145 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[ 1. 2.5 3.5 4.5 5.5 ... 18.5 19.5 20.5 22.5 99. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 15 | 188066 | 99.5% | |
| 3 | 371 | 0.2% | |
| 19 | 154 | 0.1% | |
| 16 | 79 | < 0.1% | |
| 14 | 76 | < 0.1% | |
| 5 | 64 | < 0.1% | |
| 11 | 52 | < 0.1% | |
| 4 | 35 | < 0.1% | |
| 18 | 29 | < 0.1% | |
| 20 | 25 | < 0.1% | |
| Other values (9) | 70 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | < 0.1% | |
| 2 | 11 | < 0.1% | |
| 3 | 371 | 0.2% | |
| 4 | 35 | < 0.1% | |
| 5 | 64 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 99 | 10 | < 0.1% | |
| 23 | 9 | < 0.1% | |
| 22 | 4 | < 0.1% | |
| 21 | 10 | < 0.1% | |
| 20 | 25 | < 0.1% |
YEARBUILT
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1944.994715 |
|---|---|
| Minimum | 1749 |
| Maximum | 2000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1749 |
|---|---|
| 5-th percentile | 1900 |
| Q1 | 1920 |
| Median | 1946 |
| Q3 | 1960 |
| 95-th percentile | 1990 |
| Maximum | 2000 |
| Range | 251 |
| Interquartile range | 40 |
Descriptive statistics
| Standard deviation | 28.9036915 |
|---|---|
| Coef of variation | 0.01486055015 |
| Kurtosis | 2.26209946 |
| Mean | 1944.994715 |
| MAD | 21.16885712 |
| Skewness | -0.7623486295 |
| Sum | 367644846 |
| Variance | 835.4233823 |
| Memory size | 1.4 MiB |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 1946 | 64831 | 34.3% | |
| 1920 | 33679 | 17.8% | |
| 1960 | 31287 | 16.6% | |
| 1980 | 28057 | 14.8% | |
| 1900 | 15687 | 8.3% | |
| 1990 | 5692 | 3.0% | |
| 2000 | 4136 | 2.2% | |
| 1870 | 2835 | 1.5% | |
| 1869 | 2564 | 1.4% | |
| 1749 | 222 | 0.1% | |
| Other values (7) | 31 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1749 | 222 | 0.1% | |
| 1750 | 6 | < 0.1% | |
| 1869 | 2564 | 1.4% | |
| 1870 | 2835 | 1.5% | |
| 1871 | 11 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2000 | 4136 | 2.2% | |
| 1995 | 3 | < 0.1% | |
| 1990 | 5692 | 3.0% | |
| 1980 | 28057 | 14.8% | |
| 1970 | 2 | < 0.1% |
First rows
| AD_BUILDINGS | AD_CONTENTS | APPR_ALARM | APPR_LOCKS | BEDROOMS | BUILDINGS_COVER | BUS_USE | CLAIM3YEARS | CONTENTS_COVER | FLOODING | GARDEN_ADDON_POST_REN | GARDEN_ADDON_PRE_REN | HOME_EM_ADDON_POST_REN | HOME_EM_ADDON_PRE_REN | HP1_ADDON_POST_REN | HP1_ADDON_PRE_REN | HP2_ADDON_POST_REN | HP2_ADDON_PRE_REN | HP3_ADDON_POST_REN | HP3_ADDON_PRE_REN | KEYCARE_ADDON_POST_REN | KEYCARE_ADDON_PRE_REN | LAST_ANN_PREM_GROSS | LEGAL_ADDON_POST_REN | LEGAL_ADDON_PRE_REN | LISTED | MAX_DAYS_UNOCC | MTA_FLAG | NCD_GRANTED_YEARS_B | NCD_GRANTED_YEARS_C | NEIGH_WATCH | OCC_STATUS | OWNERSHIP_TYPE | P1_EMP_STATUS | P1_MAR_STATUS | P1_POLICY_REFUSED | P1_SEX | PAYING_GUESTS | PAYMENT_METHOD | POL_STATUS | PROP_TYPE | RISK_RATED_AREA_B | RISK_RATED_AREA_C | ROOF_CONSTRUCTION | SAFE_INSTALLED | SEC_DISC_REQ | SPEC_ITEM_PREM | SPEC_SUM_INSURED | SUBSIDENCE | SUM_INSURED_CONTENTS | UNSPEC_HRP_PREM | WALL_CONSTRUCTION | YEARBUILT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Y | Y | N | Y | 3.0 | Y | N | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 274.81 | N | N | 3.0 | 0.0 | N | 7.0 | 7.0 | N | PH | 8.0 | R | O | N | M | 0.0 | PureDD | Lapsed | 10.0 | 19.0 | 6.0 | 11.0 | Y | Y | 44.42 | 7500.0 | N | 50000.0 | 12.45 | 15.0 | 1960.0 |
| 1 | Y | Y | N | N | 3.0 | Y | Y | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 308.83 | Y | Y | 3.0 | 0.0 | Y | 6.0 | 7.0 | N | PH | 3.0 | E | M | N | M | 0.0 | PureDD | Live | 2.0 | 25.0 | 9.0 | 11.0 | N | N | 0.00 | 0.0 | N | 50000.0 | 24.60 | 15.0 | 1960.0 |
| 2 | N | Y | Y | Y | 2.0 | Y | N | N | N | Y | N | N | N | N | N | N | N | N | N | N | N | N | 52.65 | Y | Y | 3.0 | 0.0 | Y | 0.0 | 7.0 | Y | PH | 8.0 | E | S | N | M | 0.0 | PureDD | Live | 9.0 | NaN | 12.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1946.0 |
| 3 | N | Y | N | Y | 2.0 | Y | N | N | N | Y | N | N | N | N | N | N | N | N | N | N | N | N | 54.23 | N | N | 3.0 | 0.0 | N | 0.0 | 7.0 | N | PH | 18.0 | R | W | N | F | 0.0 | NonDD | Live | 19.0 | NaN | 14.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1870.0 |
| 4 | Y | Y | Y | Y | 3.0 | Y | N | N | Y | Y | Y | Y | N | N | N | N | N | N | N | N | N | N | 244.58 | Y | Y | 3.0 | 0.0 | N | 7.0 | 7.0 | N | PH | 8.0 | R | M | N | M | 0.0 | DD-Other | Live | 1.0 | 5.0 | 10.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 19.82 | 15.0 | 1960.0 |
| 5 | N | Y | N | N | 1.0 | Y | N | N | N | Y | N | N | N | N | N | N | N | N | N | N | N | N | 51.45 | N | N | 3.0 | 0.0 | N | 0.0 | 7.0 | N | PH | 18.0 | R | M | N | M | 0.0 | PureDD | Live | 7.0 | NaN | 8.0 | 11.0 | N | N | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1960.0 |
| 6 | Y | Y | N | Y | 2.0 | Y | N | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 109.32 | Y | Y | 3.0 | 0.0 | Y | 7.0 | 7.0 | N | PH | 8.0 | R | D | N | F | 0.0 | NonDD | Live | 9.0 | 1.0 | 6.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1980.0 |
| 7 | N | Y | N | Y | 2.0 | Y | N | N | N | Y | N | N | N | N | N | N | N | N | N | N | N | N | 54.53 | N | N | 3.0 | 0.0 | N | 0.0 | 7.0 | N | PH | 12.0 | R | M | N | M | 0.0 | DD-Other | Cancelled | 7.0 | NaN | 6.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1990.0 |
| 8 | Y | Y | N | Y | 3.0 | Y | N | N | Y | Y | N | N | N | Y | N | N | Y | N | N | N | N | N | 242.16 | Y | Y | 3.0 | 0.0 | Y | 3.0 | 3.0 | N | PH | 8.0 | E | P | N | M | 0.0 | PureDD | Live | 19.0 | 0.0 | 0.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1960.0 |
| 9 | Y | Y | N | Y | 3.0 | Y | N | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 188.31 | Y | Y | 3.0 | 0.0 | N | 7.0 | 7.0 | N | PH | 8.0 | E | S | N | M | 0.0 | PureDD | Live | 10.0 | 5.0 | 1.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1946.0 |
Last rows
| AD_BUILDINGS | AD_CONTENTS | APPR_ALARM | APPR_LOCKS | BEDROOMS | BUILDINGS_COVER | BUS_USE | CLAIM3YEARS | CONTENTS_COVER | FLOODING | GARDEN_ADDON_POST_REN | GARDEN_ADDON_PRE_REN | HOME_EM_ADDON_POST_REN | HOME_EM_ADDON_PRE_REN | HP1_ADDON_POST_REN | HP1_ADDON_PRE_REN | HP2_ADDON_POST_REN | HP2_ADDON_PRE_REN | HP3_ADDON_POST_REN | HP3_ADDON_PRE_REN | KEYCARE_ADDON_POST_REN | KEYCARE_ADDON_PRE_REN | LAST_ANN_PREM_GROSS | LEGAL_ADDON_POST_REN | LEGAL_ADDON_PRE_REN | LISTED | MAX_DAYS_UNOCC | MTA_FLAG | NCD_GRANTED_YEARS_B | NCD_GRANTED_YEARS_C | NEIGH_WATCH | OCC_STATUS | OWNERSHIP_TYPE | P1_EMP_STATUS | P1_MAR_STATUS | P1_POLICY_REFUSED | P1_SEX | PAYING_GUESTS | PAYMENT_METHOD | POL_STATUS | PROP_TYPE | RISK_RATED_AREA_B | RISK_RATED_AREA_C | ROOF_CONSTRUCTION | SAFE_INSTALLED | SEC_DISC_REQ | SPEC_ITEM_PREM | SPEC_SUM_INSURED | SUBSIDENCE | SUM_INSURED_CONTENTS | UNSPEC_HRP_PREM | WALL_CONSTRUCTION | YEARBUILT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189011 | Y | Y | N | Y | 3.0 | Y | N | N | Y | Y | Y | N | N | N | N | N | N | N | N | N | N | N | 293.36 | Y | Y | 3.0 | 0.0 | N | 5.0 | 5.0 | Y | PH | 8.0 | R | O | N | M | 0.0 | NonDD | Live | 1.0 | 13.0 | 5.0 | 11.0 | N | Y | 28.42 | 4600.0 | N | 50000.0 | 0.00 | 15.0 | 1980.0 |
| 189012 | Y | Y | N | Y | 3.0 | Y | N | N | Y | Y | N | N | N | Y | N | N | Y | N | N | N | N | N | 173.06 | N | N | 3.0 | 0.0 | N | 5.0 | 5.0 | N | PH | 8.0 | R | P | N | M | 0.0 | NonDD | Lapsed | 10.0 | 10.0 | 24.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 27.26 | 15.0 | 1946.0 |
| 189013 | Y | Y | N | Y | 3.0 | Y | N | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 170.87 | N | N | 3.0 | 0.0 | Y | 5.0 | 5.0 | N | PH | 8.0 | R | P | N | M | 0.0 | PureDD | Live | 19.0 | NaN | 3.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1920.0 |
| 189014 | Y | Y | N | N | 4.0 | Y | N | Y | Y | Y | N | N | N | Y | N | N | Y | N | N | N | N | N | 541.76 | Y | Y | 3.0 | 0.0 | Y | 2.0 | 2.0 | Y | PH | 3.0 | E | O | N | M | 0.0 | PureDD | Live | 2.0 | NaN | 4.0 | 11.0 | N | Y | 18.16 | 3000.0 | N | 50000.0 | 24.14 | 15.0 | 1946.0 |
| 189015 | N | Y | N | Y | 1.0 | Y | N | N | N | Y | N | N | N | Y | N | N | Y | N | N | N | N | N | 90.44 | Y | Y | 3.0 | 0.0 | N | 0.0 | 5.0 | N | PH | 8.0 | R | O | N | F | 0.0 | NonDD | Lapsed | 7.0 | NaN | 5.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1946.0 |
| 189016 | Y | Y | N | N | 3.0 | Y | N | Y | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 235.08 | N | Y | 3.0 | 0.0 | N | 2.0 | 2.0 | N | PH | 8.0 | R | O | N | F | 0.0 | PureDD | Lapsed | 2.0 | 16.0 | 10.0 | 11.0 | N | N | 0.00 | 0.0 | N | 50000.0 | 19.06 | 15.0 | 1980.0 |
| 189017 | Y | Y | N | Y | 3.0 | Y | N | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 194.02 | Y | Y | 3.0 | 0.0 | Y | 5.0 | 5.0 | N | PH | 8.0 | R | M | N | M | 0.0 | NonDD | Live | 1.0 | 0.0 | 0.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 26.79 | 15.0 | 1980.0 |
| 189018 | Y | Y | Y | Y | 3.0 | Y | N | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 287.30 | Y | Y | 3.0 | 0.0 | N | 5.0 | 5.0 | N | PH | 8.0 | R | O | N | M | 0.0 | PureDD | Live | 19.0 | 1.0 | 18.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1900.0 |
| 189019 | Y | N | N | Y | 5.0 | N | N | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 457.57 | N | Y | 3.0 | 0.0 | N | 5.0 | 0.0 | N | PH | 3.0 | R | O | N | M | 0.0 | DD-Other | Lapsed | 19.0 | 32.0 | NaN | 11.0 | N | Y | 0.00 | 0.0 | N | 0.0 | 0.00 | 15.0 | 1900.0 |
| 189020 | Y | Y | Y | Y | 2.0 | Y | N | N | Y | Y | N | N | N | N | N | N | N | N | N | N | N | N | 186.22 | N | N | 3.0 | 0.0 | N | 5.0 | 5.0 | N | PH | 8.0 | R | P | N | M | 0.0 | PureDD | Live | 9.0 | 9.0 | 16.0 | 11.0 | N | Y | 0.00 | 0.0 | N | 50000.0 | 0.00 | 15.0 | 1946.0 |